Intelligence scales in two ways: by size, or by number. Generative AI so far has scaled by size, growing to trillions of parameters in the process.
Human civilizations took the other path. A civilization is not one vast mind but many minds, differentiated yet working towards a shared purpose. This is the axis we scale on at Banbury Road.
We have trained local models to beat the world's largest closed-source models on frontier tasks. These are but the first few datapoints on the next scaling law.